Peter Ludwig is the co-founder and CTO of Applied Intuition, discussing running compact open-source language models on edge and embedded vehicle compute.
“You can run that model on embedded system.
Definitely.”
quote is from the automated transcript, cleaned for reading:
filler sounds and stutters are removed, nothing is rephrased. names can be misheard
(the analysis reads context, assessments check outside sources). how →
More from Peter Ludwig
AssertionSupported
Ludwig: Tesla R&D vehicles still use LiDAR in the Bay Area
“If you see, for example, a Tesla R&D vehicle, it actually has LiDAR on it to this day, right? In, in the Bay Area, we see these you'll see like Model Ys or CyberCab that have LiDARs on them just driving around.”
Peter LudwigApr 27, 2026▶ 14:58The $15B Physical AI Company: Simulation, Autonomy OS, Neural Sim, & 1K Engineers—Applied Intuition
Insight
Ludwig: AI tooling creates an enormous bimodal productivity gap among engineers
“And I think in that you start to see more of a bimodal distribution of engineers, right? You start to see like, wow, there's this subset of people that they really get it. Like they're all in and they've clearly invested the hours needed to learn these tools a…”
Peter LudwigApr 27, 2026▶ 26:37The $15B Physical AI Company: Simulation, Autonomy OS, Neural Sim, & 1K Engineers—Applied Intuition
Insight
Ludwig: LiDAR is hands down useful for AV R&D and data collection
“And the state of the industry right now is LiDAR is hands down a useful sensor specifically for data collection and the R&D phase of autonomy development.”
Peter LudwigApr 27, 2026▶ 14:42The $15B Physical AI Company: Simulation, Autonomy OS, Neural Sim, & 1K Engineers—Applied Intuition
PredictionNot checkable as stated
Ludwig: Autonomous systems will not cause worse accidents than human drivers
“I don't think we honestly have to worry about there ever being accidents from these systems that are much, like, much worse than what humans would cause, because humans do do terrible things. People fall asleep at the wheel all the time.”
Peter LudwigApr 27, 2026▶ 36:51The $15B Physical AI Company: Simulation, Autonomy OS, Neural Sim, & 1K Engineers—Applied Intuition
Opinion
Ludwig: Relying purely on world models will bankrupt companies before deployment
“I think if you're hoping to do real world deploys and you're purely relying on a world model approach, you probably won't get to something that works before you go bankrupt.”
Peter LudwigApr 27, 2026▶ 43:17The $15B Physical AI Company: Simulation, Autonomy OS, Neural Sim, & 1K Engineers—Applied Intuition
Opinion
Ludwig: Probably everything in the world reduces to next-token prediction
“So the interesting thing is, I think probably everything in the world can actually be boiled down to like a next token prediction problem. And In any workflow, anything can be thought of almost as like there's this, the sequence of steps or the sequence of tra…”
Peter LudwigApr 27, 2026▶ 53:57The $15B Physical AI Company: Simulation, Autonomy OS, Neural Sim, & 1K Engineers—Applied Intuition
Made with StarZero
Turn any episode into a week of clips.
This entire site, over 200 episodes transcribed, diarized, checked and made playable,
runs on the StarZero media pipeline. Drop in your own episode and the podcast clipper finds the
moments worth sharing, cuts them, captions them, and reframes them for every feed.
We use essential cookies to make the site work. With your permission we
also use analytics cookies (Google Analytics and Mixpanel) to understand
usage and improve StarZero. See our Cookie Policy.